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Intelligent Technology of Oxide Layer Formation by Micro-Arc Oxidation
- Source :
- IEEE Transactions on Plasma Science. 49:2613-2617
- Publication Year :
- 2021
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2021.
-
Abstract
- A methodology for the controlled synthesis of multifunctional coatings of valve metals by the method of micro-arc oxidation (MAO) was developed. It includes theoretical models describing the mechanism of oxide layers’ formation and the effect of technological parameters of the MAO process on them, and the methods of controlled synthesis. The latter allows us to carry out an automated selection of the optimal technological parameters of oxidation based on the obtained regression equations for the experimental dependences of the oxide layers’ properties on dissimilar influencing factors for the sake of required coating properties. We further propose the structure of an intelligent system for the synthesis and study of MAO coatings with a unique hardware. In particular, a pulsed technological current source provides a full range of regulation of the current pulses’ parameters; a measurement module combines measuring transducers of the parameters of the technological process and the electrophysical characteristics of oxide layers in the process of their obtainment with a guaranteed accuracy. The software contains an intelligent application that implements the proposed theoretical models and methods for obtaining coatings with the required properties. Information support contains databases and knowledge bases used in the operation of intelligent application. The results achieved in this work allow to increase the efficiency of MAO processing by reducing the time for selecting the optimal technological mode at least twice, which is a prerequisite for the development of an intelligent technology for the formation of oxide layers by the MAO method.
- Subjects :
- Nuclear and High Energy Physics
Materials science
business.industry
Process (computing)
Oxide
Intelligent decision support system
Current source
engineering.material
Condensed Matter Physics
chemistry.chemical_compound
Transducer
Software
Coating
chemistry
engineering
Layer (object-oriented design)
Process engineering
business
Subjects
Details
- ISSN :
- 19399375 and 00933813
- Volume :
- 49
- Database :
- OpenAIRE
- Journal :
- IEEE Transactions on Plasma Science
- Accession number :
- edsair.doi...........27aa3f9d935b6b09a87d5bb67ab6ea4e